Global Epidemiology, AstraZeneca R&D, Mölndal, Sweden.
PLoS One. 2011;6(7):e22062. doi: 10.1371/journal.pone.0022062. Epub 2011 Jul 20.
Interstitial lung disease (ILD) events have been reported in Japanese non-small-cell lung cancer (NSCLC) patients receiving EGFR tyrosine kinase inhibitors. We investigated proteomic biomarkers for mechanistic insights and improved prediction of ILD. Blood plasma was collected from 43 gefitinib-treated NSCLC patients developing acute ILD (confirmed by blinded diagnostic review) and 123 randomly selected controls in a nested case-control study within a pharmacoepidemiological cohort study in Japan. We generated ∼7 million tandem mass spectrometry (MS/MS) measurements with extensive quality control and validation, producing one of the largest proteomic lung cancer datasets to date, incorporating rigorous study design, phenotype definition, and evaluation of sample processing. After alignment, scaling, and measurement batch adjustment, we identified 41 peptide peaks representing 29 proteins best predicting ILD. Multivariate peptide, protein, and pathway modeling achieved ILD prediction comparable to previously identified clinical variables; combining the two provided some improvement. The acute phase response pathway was strongly represented (17 of 29 proteins, p = 1.0×10(-25)), suggesting a key role with potential utility as a marker for increased risk of acute ILD events. Validation by Western blotting showed correlation for identified proteins, confirming that robust results can be generated from an MS/MS platform implementing strict quality control.
间质性肺病 (ILD) 事件已在接受表皮生长因子受体酪氨酸激酶抑制剂治疗的日本非小细胞肺癌 (NSCLC) 患者中报告。我们研究了蛋白质组学生物标志物,以深入了解机制,并提高对ILD 的预测。在日本的药物流行病学队列研究中嵌套病例对照研究中,从 43 名接受吉非替尼治疗的发生急性ILD(通过盲法诊断审查证实)的 NSCLC 患者和 123 名随机选择的对照者中采集了血浆。我们生成了约 700 万个串联质谱 (MS/MS) 测量值,进行了广泛的质量控制和验证,产生了迄今为止最大的蛋白质组肺癌数据集之一,其中包含严格的研究设计、表型定义和样本处理评估。经过对齐、缩放和测量批次调整后,我们确定了 41 个肽峰,代表 29 个最佳预测 ILD 的蛋白质。多变量肽、蛋白质和途径建模实现了与先前确定的临床变量相当的ILD 预测;将两者结合使用提供了一些改进。急性期反应途径得到了很好的体现(29 种蛋白质中的 17 种,p = 1.0×10(-25)),表明其具有关键作用,可能作为急性ILD 事件风险增加的标志物具有潜在的应用价值。通过 Western 印迹验证显示出对鉴定蛋白的相关性,证实从实施严格质量控制的 MS/MS 平台可以产生稳健的结果。